ai engineering – Cogni ● Flow

The AI Engineer’s Job Has Changed: Building the Loop, Not Just the Feature

For a while, the mental model of an AI engineer looked like a slightly upgraded software engineer: you'd call an API, wire a prompt into the product, maybe fine-tune a…

Giuseppe Basile October 27, 2026

Blog

Token ROI, Not Token Austerity: Measuring What AI Engineering Actually Produces

For a while, the conversation inside engineering teams focused on how much AI was costing. Token spend dashboards appeared. Some teams quietly competed to use less. A few organisations put…

Giuseppe Basile August 31, 2026

Blog

From Copilot to Fully Agentic SDLC

Most engineering teams have been adding AI tools at the edges of their workflow — a coding assistant here, a code review bot there. Uber's engineering team has been building…

Giuseppe Basile August 22, 2026

Blog

AI Engineers Can’t Agree on One Workflow. Here’s Why.

Two years ago, the live question in most engineering teams was whether to bring AI coding tools in at all. Today the question is which workflow to use — and…

Giuseppe Basile August 19, 2026